Using machine learning to find the hidden relationship between RTT and TCP throughput in WiFi

Abstract Is it possible to find hidden relationships among variables in WiFi network using machine learning (ML)? Can we use ML to find a variable that significantly affects the TCP throughput in WiFi? In this work, we employ a publicly available WiFi dataset to investigate these questions. We use M...

ver descrição completa

Detalhes bibliográficos

Autor principal:	Aizaz U. Chaudhry
Formato:	Artigo
Idioma:	Inglês
Publicado em:	SpringerOpen 2021-12-01
coleção:	EURASIP Journal on Wireless Communications and Networking
Assuntos:	Machine learning Random forest Round-trip time TCP throughput WiFi
Acesso em linha:	https://doi.org/10.1186/s13638-021-02076-1
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!